Spatial Analysis (Hardcover)
暫譯: 空間分析 (精裝版)

Kent, John T., Mardia, Kanti V.

Spatial Analysis (Hardcover)
  • 出版商: Wiley
  • 出版日期: 2022-05-31
  • 售價: $1,650
  • 貴賓價: 9.8 折 $1,617
  • 語言: 英文
  • 頁數: 400
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 0471632058
  • ISBN-13: 9780471632054

    • 立即出貨 (庫存=1)

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商品描述

SPATIAL ANALYSIS

Explore the foundations and latest developments in spatial statistical analysis

In Spatial Analysis, two distinguished authors deliver a practical and insightful exploration of the statistical investigation of the interdependence of random variables as a function of their spatial proximity. The book expertly blends theory and application, offering numerous worked examples and exercises at the end of each chapter.

Increasingly relevant to fields as diverse as epidemiology, geography, geology, image analysis, and machine learning, spatial statistics is becoming more important to a wide range of specialists and professionals. The book includes:

  • Thorough introduction to stationary random fields, intrinsic and generalized random fields, and stochastic models
  • Comprehensive exploration of the estimation of spatial structure
  • Practical discussion of kriging and the spatial linear model

Spatial Analysis is an invaluable resource for advanced undergraduate and postgraduate students in statistics, data science, digital imaging, geostatistics, and agriculture. It's also an accessible reference for professionals who are required to use spatial models in their work.

商品描述(中文翻譯)

**空間分析**

**探索空間統計分析的基礎與最新發展**

在《空間分析》中，兩位傑出的作者提供了一個實用且深入的探討，研究隨機變數之間的相互依賴性，並將其視為其空間接近度的函數。這本書巧妙地結合了理論與應用，並在每章的結尾提供了許多實作範例和練習題。

空間統計學在流行病學、地理學、地質學、影像分析和機器學習等多個領域中越來越相關，對於各種專業人士和專家的重要性日益增加。本書包括：

- 對平穩隨機場、內在隨機場和廣義隨機場及隨機模型的徹底介紹
- 對空間結構估計的全面探討
- 對克里金法（kriging）和空間線性模型的實用討論

《空間分析》是高級本科生和研究生在統計學、數據科學、數位影像、地質統計學和農業領域中的寶貴資源。對於需要在工作中使用空間模型的專業人士來說，這也是一本易於理解的參考書。

作者簡介

John T. Kent is a Professor in the Department of Statistics at the University of Leeds, UK. He began his career as a research fellow at Sidney Sussex College, Cambridge before moving to the University of Leeds. He has published extensively on various aspects of statistics, including infinite divisibility, directional data analysis, multivariate analysis, inference, robustness, shape analysis, image analysis, spatial statistics, and spatial-temporal modelling.

Kanti V. Mardia is a Senior Research Professor and Leverhulme Emeritus Fellow in the Department of Statistics at the University of Leeds, and a Visiting Professor at the University of Oxford. During his career he has received many prestigious honours, including in 2003 the Guy Medal in Silver from the Royal Statistical Society, and in 2013 the Wilks memorial medal from the American Statistical Society. His research interests include bioinformatics, directional statistics, geosciences, image analysis, multivariate analysis, shape analysis, spatial statistics, and spatial-temporal modelling.

Kent and Mardia are also joint authors of a well-established monograph on Multivariate Analysis.

作者簡介(中文翻譯)

約翰·T·肯特（John T. Kent）是英國利茲大學統計系的教授。他的職業生涯始於劍橋的西德尼·薩塞克斯學院（Sidney Sussex College）擔任研究員，之後轉至利茲大學。他在統計學的各個方面發表了大量的研究，包括無限可分性、方向數據分析、多變量分析、推斷、穩健性、形狀分析、影像分析、空間統計學和時空建模。

坎提·V·馬爾迪亞（Kanti V. Mardia）是利茲大學統計系的高級研究教授及Leverhulme名譽研究員，同時也是牛津大學的訪問教授。在他的職業生涯中，他獲得了許多著名的榮譽，包括2003年獲得英國皇家統計學會頒發的銀獎蓋伊獎（Guy Medal in Silver），以及2013年獲得美國統計學會頒發的威爾克斯紀念獎（Wilks memorial medal）。他的研究興趣包括生物信息學、方向統計學、地球科學、影像分析、多變量分析、形狀分析、空間統計學和時空建模。

肯特和馬爾迪亞也是一本知名的多變量分析專著的共同作者。

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